Overview
Brought to you by YData
Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 75 |
| Missing cells | 75 |
| Missing cells (%) | 3.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 27.3 KiB |
| Average record size in memory | 373.0 B |
Variable types
| Numeric | 15 |
|---|---|
| Categorical | 11 |
| DateTime | 1 |
| Unsupported | 1 |
Campaign_5 has constant value "0" | Constant |
Complaint_Flag has constant value "0" | Constant |
Contact_Cost has constant value "3" | Constant |
Total_Revenue has constant value "11" | Constant |
Annual_Income is highly overall correlated with Catalog_Orders and 8 other fields | High correlation |
Campaign_1 is highly overall correlated with Spent_Gold | High correlation |
Campaign_2 is highly overall correlated with Web_Orders | High correlation |
Campaign_4 is highly overall correlated with Spent_Fish and 3 other fields | High correlation |
Catalog_Orders is highly overall correlated with Annual_Income and 9 other fields | High correlation |
Spent_Fish is highly overall correlated with Annual_Income and 8 other fields | High correlation |
Spent_Fruits is highly overall correlated with Annual_Income and 7 other fields | High correlation |
Spent_Gold is highly overall correlated with Annual_Income and 7 other fields | High correlation |
Spent_Meat is highly overall correlated with Annual_Income and 10 other fields | High correlation |
Spent_Sweets is highly overall correlated with Catalog_Orders and 4 other fields | High correlation |
Spent_Wines is highly overall correlated with Annual_Income and 7 other fields | High correlation |
Store_Orders is highly overall correlated with Annual_Income and 8 other fields | High correlation |
Web_Orders is highly overall correlated with Annual_Income and 6 other fields | High correlation |
Web_Visits is highly overall correlated with Annual_Income and 5 other fields | High correlation |
Campaign_1 is highly imbalanced (59.8%) | Imbalance |
Campaign_2 is highly imbalanced (64.7%) | Imbalance |
Campaign_4 is highly imbalanced (64.7%) | Imbalance |
Campaign_3 has 75 (100.0%) missing values | Missing |
User_Key has unique values | Unique |
Annual_Income has unique values | Unique |
Campaign_3 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Last_Visit has 2 (2.7%) zeros | Zeros |
Spent_Wines has 1 (1.3%) zeros | Zeros |
Spent_Fruits has 17 (22.7%) zeros | Zeros |
Spent_Fish has 13 (17.3%) zeros | Zeros |
Spent_Sweets has 16 (21.3%) zeros | Zeros |
Spent_Gold has 1 (1.3%) zeros | Zeros |
Web_Orders has 1 (1.3%) zeros | Zeros |
Catalog_Orders has 21 (28.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-07-25 16:44:48.731719 |
|---|---|
| Analysis finished | 2025-07-25 16:45:22.992873 |
| Duration | 34.26 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
User_Key
Real number (ℝ)
Unique 
| Distinct | 75 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5624.4267 |
| Minimum | 550 |
|---|---|
| Maximum | 10906 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 732.0 B |
Quantile statistics
| Minimum | 550 |
|---|---|
| 5-th percentile | 789.8 |
| Q1 | 3075 |
| median | 5331 |
| Q3 | 8428 |
| 95-th percentile | 10545.6 |
| Maximum | 10906 |
| Range | 10356 |
| Interquartile range (IQR) | 5353 |
Descriptive statistics
| Standard deviation | 3098.2189 |
|---|---|
| Coefficient of variation (CV) | 0.55085062 |
| Kurtosis | -1.1208389 |
| Mean | 5624.4267 |
| Median Absolute Deviation (MAD) | 2719 |
| Skewness | 0.124121 |
| Sum | 421832 |
| Variance | 9598960.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9370 | 1 | 1.3% |
| 4682 | 1 | 1.3% |
| 4530 | 1 | 1.3% |
| 8212 | 1 | 1.3% |
| 6409 | 1 | 1.3% |
| 9058 | 1 | 1.3% |
| 4299 | 1 | 1.3% |
| 10413 | 1 | 1.3% |
| 1890 | 1 | 1.3% |
| 8414 | 1 | 1.3% |
| Other values (65) | 65 |
| Value | Count | Frequency (%) |
| 550 | 1 | |
| 574 | 1 | |
| 615 | 1 | |
| 675 | 1 | |
| 839 | 1 | |
| 1041 | 1 | |
| 1045 | 1 | |
| 1404 | 1 | |
| 1890 | 1 | |
| 2156 | 1 |
| Value | Count | Frequency (%) |
| 10906 | 1 | |
| 10837 | 1 | |
| 10821 | 1 | |
| 10708 | 1 | |
| 10476 | 1 | |
| 10413 | 1 | |
| 10129 | 1 | |
| 10104 | 1 | |
| 9938 | 1 | |
| 9905 | 1 |
Birth_Year
Real number (ℝ)
| Distinct | 34 |
|---|---|
| Distinct (%) | 45.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1966.1733 |
| Minimum | 1945 |
|---|---|
| Maximum | 1991 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 732.0 B |
Quantile statistics
| Minimum | 1945 |
|---|---|
| 5-th percentile | 1948.7 |
| Q1 | 1956.5 |
| median | 1969 |
| Q3 | 1974 |
| 95-th percentile | 1984.3 |
| Maximum | 1991 |
| Range | 46 |
| Interquartile range (IQR) | 17.5 |
Descriptive statistics
| Standard deviation | 11.127484 |
|---|---|
| Coefficient of variation (CV) | 0.0056594624 |
| Kurtosis | -0.81922252 |
| Mean | 1966.1733 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.044075034 |
| Sum | 147463 |
| Variance | 123.8209 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1971 | 7 | 9.3% |
| 1974 | 5 | 6.7% |
| 1978 | 4 | 5.3% |
| 1958 | 4 | 5.3% |
| 1960 | 4 | 5.3% |
| 1956 | 4 | 5.3% |
| 1952 | 3 | 4.0% |
| 1975 | 3 | 4.0% |
| 1969 | 3 | 4.0% |
| 1955 | 3 | 4.0% |
| Other values (24) | 35 |
| Value | Count | Frequency (%) |
| 1945 | 1 | 1.3% |
| 1948 | 3 | |
| 1949 | 1 | 1.3% |
| 1950 | 2 | |
| 1951 | 1 | 1.3% |
| 1952 | 3 | |
| 1954 | 1 | 1.3% |
| 1955 | 3 | |
| 1956 | 4 | |
| 1957 | 2 |
| Value | Count | Frequency (%) |
| 1991 | 1 | 1.3% |
| 1988 | 1 | 1.3% |
| 1987 | 1 | 1.3% |
| 1985 | 1 | 1.3% |
| 1984 | 1 | 1.3% |
| 1983 | 2 | 2.7% |
| 1978 | 4 | |
| 1977 | 2 | 2.7% |
| 1975 | 3 | |
| 1974 | 5 |
Edu_Level
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 KiB |
| Graduation | |
|---|---|
| PhD | |
| Master | |
| 2n Cycle | |
| Basic | 2 |
Length
| Max length | 10 |
|---|---|
| Median length | 8 |
| Mean length | 7.5733333 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PhD |
|---|---|
| 2nd row | Graduation |
| 3rd row | Master |
| 4th row | Master |
| 5th row | Graduation |
Common Values
| Value | Count | Frequency (%) |
| Graduation | 36 | |
| PhD | 14 | 18.7% |
| Master | 14 | 18.7% |
| 2n Cycle | 9 | 12.0% |
| Basic | 2 | 2.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| graduation | 36 | |
| phd | 14 | 16.7% |
| master | 14 | 16.7% |
| 2n | 9 | 10.7% |
| cycle | 9 | 10.7% |
| basic | 2 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 88 | |
| r | 50 | 8.8% |
| t | 50 | 8.8% |
| n | 45 | 7.9% |
| i | 38 | 6.7% |
| G | 36 | 6.3% |
| u | 36 | 6.3% |
| d | 36 | 6.3% |
| o | 36 | 6.3% |
| e | 23 | 4.0% |
| Other values (12) | 130 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 568 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 88 | |
| r | 50 | 8.8% |
| t | 50 | 8.8% |
| n | 45 | 7.9% |
| i | 38 | 6.7% |
| G | 36 | 6.3% |
| u | 36 | 6.3% |
| d | 36 | 6.3% |
| o | 36 | 6.3% |
| e | 23 | 4.0% |
| Other values (12) | 130 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 568 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 88 | |
| r | 50 | 8.8% |
| t | 50 | 8.8% |
| n | 45 | 7.9% |
| i | 38 | 6.7% |
| G | 36 | 6.3% |
| u | 36 | 6.3% |
| d | 36 | 6.3% |
| o | 36 | 6.3% |
| e | 23 | 4.0% |
| Other values (12) | 130 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 568 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 88 | |
| r | 50 | 8.8% |
| t | 50 | 8.8% |
| n | 45 | 7.9% |
| i | 38 | 6.7% |
| G | 36 | 6.3% |
| u | 36 | 6.3% |
| d | 36 | 6.3% |
| o | 36 | 6.3% |
| e | 23 | 4.0% |
| Other values (12) | 130 |
Family_Status
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 KiB |
| Married | |
|---|---|
| Together | |
| Single | |
| Divorced | |
| Widow | 3 |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 7.2266667 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Married |
|---|---|
| 2nd row | Married |
| 3rd row | Widow |
| 4th row | Married |
| 5th row | Divorced |
Common Values
| Value | Count | Frequency (%) |
| Married | 31 | |
| Together | 24 | |
| Single | 9 | 12.0% |
| Divorced | 8 | 10.7% |
| Widow | 3 | 4.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| married | 31 | |
| together | 24 | |
| single | 9 | 12.0% |
| divorced | 8 | 10.7% |
| widow | 3 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 96 | |
| r | 94 | |
| i | 51 | |
| d | 42 | |
| o | 35 | 6.5% |
| g | 33 | 6.1% |
| M | 31 | 5.7% |
| a | 31 | 5.7% |
| T | 24 | 4.4% |
| t | 24 | 4.4% |
| Other values (9) | 81 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 542 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 96 | |
| r | 94 | |
| i | 51 | |
| d | 42 | |
| o | 35 | 6.5% |
| g | 33 | 6.1% |
| M | 31 | 5.7% |
| a | 31 | 5.7% |
| T | 24 | 4.4% |
| t | 24 | 4.4% |
| Other values (9) | 81 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 542 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 96 | |
| r | 94 | |
| i | 51 | |
| d | 42 | |
| o | 35 | 6.5% |
| g | 33 | 6.1% |
| M | 31 | 5.7% |
| a | 31 | 5.7% |
| T | 24 | 4.4% |
| t | 24 | 4.4% |
| Other values (9) | 81 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 542 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 96 | |
| r | 94 | |
| i | 51 | |
| d | 42 | |
| o | 35 | 6.5% |
| g | 33 | 6.1% |
| M | 31 | 5.7% |
| a | 31 | 5.7% |
| T | 24 | 4.4% |
| t | 24 | 4.4% |
| Other values (9) | 81 |
Annual_Income
Real number (ℝ)
High correlation  Unique 
| Distinct | 75 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50133.84 |
| Minimum | 8820 |
|---|---|
| Maximum | 85738 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 732.0 B |
Quantile statistics
| Minimum | 8820 |
|---|---|
| 5-th percentile | 19988.1 |
| Q1 | 33832 |
| median | 51876 |
| Q3 | 64918.5 |
| 95-th percentile | 80775 |
| Maximum | 85738 |
| Range | 76918 |
| Interquartile range (IQR) | 31086.5 |
Descriptive statistics
| Standard deviation | 19862.369 |
|---|---|
| Coefficient of variation (CV) | 0.39618687 |
| Kurtosis | -1.0018271 |
| Mean | 50133.84 |
| Median Absolute Deviation (MAD) | 15801 |
| Skewness | -0.035776589 |
| Sum | 3760038 |
| Variance | 3.9451371 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 65846 | 1 | 1.3% |
| 51876 | 1 | 1.3% |
| 78427 | 1 | 1.3% |
| 39791 | 1 | 1.3% |
| 57136 | 1 | 1.3% |
| 79800 | 1 | 1.3% |
| 70971 | 1 | 1.3% |
| 72570 | 1 | 1.3% |
| 42033 | 1 | 1.3% |
| 33419 | 1 | 1.3% |
| Other values (65) | 65 |
| Value | Count | Frequency (%) |
| 8820 | 1 | |
| 14045 | 1 | |
| 16626 | 1 | |
| 19510 | 1 | |
| 20193 | 1 | |
| 22390 | 1 | |
| 22554 | 1 | |
| 23331 | 1 | |
| 23957 | 1 | |
| 24762 | 1 |
| Value | Count | Frequency (%) |
| 85738 | 1 | |
| 83145 | 1 | |
| 82582 | 1 | |
| 82427 | 1 | |
| 80067 | 1 | |
| 79800 | 1 | |
| 78427 | 1 | |
| 77981 | 1 | |
| 76140 | 1 | |
| 75794 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 1 | 28 | |
| 2 | 4 | 5.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 1 | 28 | |
| 2 | 4 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 1 | 28 | |
| 2 | 4 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 1 | 28 | |
| 2 | 4 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 1 | 28 | |
| 2 | 4 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 1 | 28 | |
| 2 | 4 | 5.3% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 37 | |
| 0 | 36 | |
| 2 | 2 | 2.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 37 | |
| 0 | 36 | |
| 2 | 2 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 37 | |
| 0 | 36 | |
| 2 | 2 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 37 | |
| 0 | 36 | |
| 2 | 2 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 37 | |
| 0 | 36 | |
| 2 | 2 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 37 | |
| 0 | 36 | |
| 2 | 2 | 2.7% |
Reg_Date
Date
| Distinct | 70 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 732.0 B |
| Minimum | 2012-01-10 00:00:00 |
|---|---|
| Maximum | 2014-12-03 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Last_Visit
Real number (ℝ)
Zeros 
| Distinct | 51 |
|---|---|
| Distinct (%) | 68.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.373333 |
| Minimum | 0 |
|---|---|
| Maximum | 96 |
| Zeros | 2 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 732.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 27.5 |
| median | 51 |
| Q3 | 76 |
| 95-th percentile | 92 |
| Maximum | 96 |
| Range | 96 |
| Interquartile range (IQR) | 48.5 |
Descriptive statistics
| Standard deviation | 28.264089 |
|---|---|
| Coefficient of variation (CV) | 0.5610923 |
| Kurtosis | -1.1236822 |
| Mean | 50.373333 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.092543893 |
| Sum | 3778 |
| Variance | 798.85874 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 3 | 4.0% |
| 54 | 3 | 4.0% |
| 18 | 3 | 4.0% |
| 63 | 3 | 4.0% |
| 16 | 2 | 2.7% |
| 96 | 2 | 2.7% |
| 38 | 2 | 2.7% |
| 76 | 2 | 2.7% |
| 67 | 2 | 2.7% |
| 89 | 2 | 2.7% |
| Other values (41) | 51 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 1 | 1.3% |
| 3 | 2 | |
| 8 | 2 | |
| 14 | 1 | 1.3% |
| 16 | 2 | |
| 17 | 1 | 1.3% |
| 18 | 3 | |
| 19 | 1 | 1.3% |
| 20 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 96 | 2 | |
| 95 | 1 | |
| 92 | 2 | |
| 89 | 2 | |
| 88 | 1 | |
| 87 | 1 | |
| 86 | 2 | |
| 85 | 2 | |
| 83 | 1 | |
| 82 | 1 |
Spent_Wines
Real number (ℝ)
High correlation  Zeros 
| Distinct | 66 |
|---|---|
| Distinct (%) | 88.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 247.48 |
| Minimum | 0 |
|---|---|
| Maximum | 1099 |
| Zeros | 1 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 732.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 27.5 |
| median | 135 |
| Q3 | 367.5 |
| 95-th percentile | 930.7 |
| Maximum | 1099 |
| Range | 1099 |
| Interquartile range (IQR) | 340 |
Descriptive statistics
| Standard deviation | 288.11852 |
|---|---|
| Coefficient of variation (CV) | 1.1642093 |
| Kurtosis | 1.2676314 |
| Mean | 247.48 |
| Median Absolute Deviation (MAD) | 125 |
| Skewness | 1.4103676 |
| Sum | 18561 |
| Variance | 83012.28 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 3 | 4.0% |
| 8 | 3 | 4.0% |
| 5 | 2 | 2.7% |
| 587 | 2 | 2.7% |
| 11 | 2 | 2.7% |
| 46 | 2 | 2.7% |
| 135 | 2 | 2.7% |
| 562 | 1 | 1.3% |
| 99 | 1 | 1.3% |
| 1060 | 1 | 1.3% |
| Other values (56) | 56 |
| Value | Count | Frequency (%) |
| 0 | 1 | 1.3% |
| 2 | 1 | 1.3% |
| 4 | 1 | 1.3% |
| 5 | 2 | |
| 6 | 1 | 1.3% |
| 8 | 3 | |
| 9 | 1 | 1.3% |
| 10 | 1 | 1.3% |
| 11 | 2 | |
| 12 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 1099 | 1 | |
| 1060 | 1 | |
| 1001 | 1 | |
| 972 | 1 | |
| 913 | 1 | |
| 777 | 1 | |
| 754 | 1 | |
| 587 | 2 | |
| 586 | 1 | |
| 571 | 1 |
Spent_Fruits
Real number (ℝ)
High correlation  Zeros 
| Distinct | 35 |
|---|---|
| Distinct (%) | 46.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.786667 |
| Minimum | 0 |
|---|---|
| Maximum | 160 |
| Zeros | 17 |
| Zeros (%) | 22.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 732.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 10 |
| Q3 | 36 |
| 95-th percentile | 125.4 |
| Maximum | 160 |
| Range | 160 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 41.084387 |
|---|---|
| Coefficient of variation (CV) | 1.4785648 |
| Kurtosis | 2.3812242 |
| Mean | 27.786667 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.8175877 |
| Sum | 2084 |
| Variance | 1687.9268 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1 | 6 | 8.0% |
| 4 | 5 | 6.7% |
| 17 | 4 | 5.3% |
| 36 | 3 | 4.0% |
| 15 | 3 | 4.0% |
| 2 | 3 | 4.0% |
| 10 | 3 | 4.0% |
| 6 | 2 | 2.7% |
| 3 | 2 | 2.7% |
| Other values (25) | 27 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1 | 6 | 8.0% |
| 2 | 3 | 4.0% |
| 3 | 2 | 2.7% |
| 4 | 5 | 6.7% |
| 6 | 2 | 2.7% |
| 8 | 1 | 1.3% |
| 10 | 3 | 4.0% |
| 11 | 1 | 1.3% |
| 12 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 160 | 1 | |
| 147 | 1 | |
| 140 | 1 | |
| 131 | 1 | |
| 123 | 1 | |
| 120 | 2 | |
| 97 | 1 | |
| 83 | 1 | |
| 81 | 1 | |
| 66 | 2 |
Spent_Meat
Real number (ℝ)
High correlation 
| Distinct | 62 |
|---|---|
| Distinct (%) | 82.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 157.08 |
| Minimum | 2 |
|---|---|
| Maximum | 898 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 732.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4.7 |
| Q1 | 19.5 |
| median | 47 |
| Q3 | 187.5 |
| 95-th percentile | 633.4 |
| Maximum | 898 |
| Range | 896 |
| Interquartile range (IQR) | 168 |
Descriptive statistics
| Standard deviation | 225.14624 |
|---|---|
| Coefficient of variation (CV) | 1.4333222 |
| Kurtosis | 1.9450463 |
| Mean | 157.08 |
| Median Absolute Deviation (MAD) | 37 |
| Skewness | 1.7359243 |
| Sum | 11781 |
| Variance | 50690.831 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 3 | 4.0% |
| 4 | 2 | 2.7% |
| 30 | 2 | 2.7% |
| 2 | 2 | 2.7% |
| 10 | 2 | 2.7% |
| 12 | 2 | 2.7% |
| 44 | 2 | 2.7% |
| 22 | 2 | 2.7% |
| 5 | 2 | 2.7% |
| 21 | 2 | 2.7% |
| Other values (52) | 54 |
| Value | Count | Frequency (%) |
| 2 | 2 | |
| 4 | 2 | |
| 5 | 2 | |
| 7 | 2 | |
| 8 | 1 | 1.3% |
| 9 | 1 | 1.3% |
| 10 | 2 | |
| 11 | 3 | |
| 12 | 2 | |
| 13 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 898 | 1 | |
| 813 | 1 | |
| 731 | 1 | |
| 653 | 1 | |
| 625 | 1 | |
| 599 | 1 | |
| 595 | 1 | |
| 572 | 1 | |
| 550 | 1 | |
| 530 | 1 |
Spent_Fish
Real number (ℝ)
High correlation  Zeros 
| Distinct | 41 |
|---|---|
| Distinct (%) | 54.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.253333 |
| Minimum | 0 |
|---|---|
| Maximum | 247 |
| Zeros | 13 |
| Zeros (%) | 17.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 732.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 16 |
| Q3 | 33 |
| 95-th percentile | 118.1 |
| Maximum | 247 |
| Range | 247 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 44.352426 |
|---|---|
| Coefficient of variation (CV) | 1.5161495 |
| Kurtosis | 9.4842697 |
| Mean | 29.253333 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 2.8784742 |
| Sum | 2194 |
| Variance | 1967.1377 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13 | 17.3% |
| 3 | 5 | 6.7% |
| 15 | 4 | 5.3% |
| 2 | 4 | 5.3% |
| 6 | 3 | 4.0% |
| 17 | 3 | 4.0% |
| 21 | 3 | 4.0% |
| 8 | 2 | 2.7% |
| 20 | 2 | 2.7% |
| 4 | 2 | 2.7% |
| Other values (31) | 34 |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 2 | 4 | 5.3% |
| 3 | 5 | 6.7% |
| 4 | 2 | 2.7% |
| 6 | 3 | 4.0% |
| 7 | 1 | 1.3% |
| 8 | 2 | 2.7% |
| 10 | 1 | 1.3% |
| 12 | 1 | 1.3% |
| 13 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 247 | 1 | |
| 180 | 1 | |
| 156 | 1 | |
| 151 | 1 | |
| 104 | 1 | |
| 93 | 1 | |
| 85 | 1 | |
| 80 | 1 | |
| 76 | 1 | |
| 63 | 1 |
Spent_Sweets
Real number (ℝ)
High correlation  Zeros 
| Distinct | 31 |
|---|---|
| Distinct (%) | 41.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.413333 |
| Minimum | 0 |
|---|---|
| Maximum | 173 |
| Zeros | 16 |
| Zeros (%) | 21.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 732.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 6 |
| Q3 | 23 |
| 95-th percentile | 125.3 |
| Maximum | 173 |
| Range | 173 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 40.967717 |
|---|---|
| Coefficient of variation (CV) | 1.6780878 |
| Kurtosis | 3.5794725 |
| Mean | 24.413333 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.1264743 |
| Sum | 1831 |
| Variance | 1678.3539 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 1 | 8 | 10.7% |
| 2 | 8 | 10.7% |
| 13 | 6 | 8.0% |
| 26 | 3 | 4.0% |
| 4 | 3 | 4.0% |
| 40 | 2 | 2.7% |
| 11 | 2 | 2.7% |
| 20 | 2 | 2.7% |
| 19 | 2 | 2.7% |
| Other values (21) | 23 |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 1 | 8 | |
| 2 | 8 | |
| 3 | 2 | 2.7% |
| 4 | 3 | 4.0% |
| 6 | 1 | 1.3% |
| 8 | 1 | 1.3% |
| 10 | 2 | 2.7% |
| 11 | 2 | 2.7% |
| 12 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 173 | 1 | |
| 141 | 1 | |
| 137 | 1 | |
| 126 | 1 | |
| 125 | 1 | |
| 123 | 1 | |
| 118 | 1 | |
| 107 | 1 | |
| 87 | 1 | |
| 57 | 1 |
Spent_Gold
Real number (ℝ)
High correlation  Zeros 
| Distinct | 49 |
|---|---|
| Distinct (%) | 65.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.08 |
| Minimum | 0 |
|---|---|
| Maximum | 241 |
| Zeros | 1 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 732.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 26 |
| Q3 | 63.5 |
| 95-th percentile | 201.6 |
| Maximum | 241 |
| Range | 241 |
| Interquartile range (IQR) | 54.5 |
Descriptive statistics
| Standard deviation | 60.24853 |
|---|---|
| Coefficient of variation (CV) | 1.2030457 |
| Kurtosis | 2.4977666 |
| Mean | 50.08 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 1.7703942 |
| Sum | 3756 |
| Variance | 3629.8854 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 4 | 5.3% |
| 2 | 4 | 5.3% |
| 13 | 4 | 5.3% |
| 26 | 3 | 4.0% |
| 42 | 3 | 4.0% |
| 224 | 2 | 2.7% |
| 4 | 2 | 2.7% |
| 18 | 2 | 2.7% |
| 21 | 2 | 2.7% |
| 9 | 2 | 2.7% |
| Other values (39) | 47 |
| Value | Count | Frequency (%) |
| 0 | 1 | 1.3% |
| 1 | 2 | |
| 2 | 4 | |
| 3 | 2 | |
| 4 | 2 | |
| 5 | 2 | |
| 6 | 1 | 1.3% |
| 7 | 4 | |
| 9 | 2 | |
| 11 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 241 | 1 | |
| 227 | 1 | |
| 224 | 2 | |
| 192 | 1 | |
| 159 | 1 | |
| 141 | 1 | |
| 138 | 1 | |
| 135 | 1 | |
| 127 | 1 | |
| 114 | 1 |
Promo_Purchases
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4933333 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 732.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.1205133 |
|---|---|
| Coefficient of variation (CV) | 0.85047324 |
| Kurtosis | 7.3763463 |
| Mean | 2.4933333 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.381454 |
| Sum | 187 |
| Variance | 4.4965766 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 33 | |
| 2 | 16 | |
| 4 | 9 | 12.0% |
| 3 | 8 | 10.7% |
| 5 | 4 | 5.3% |
| 6 | 2 | 2.7% |
| 7 | 1 | 1.3% |
| 11 | 1 | 1.3% |
| 12 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 1 | 33 | |
| 2 | 16 | |
| 3 | 8 | 10.7% |
| 4 | 9 | 12.0% |
| 5 | 4 | 5.3% |
| 6 | 2 | 2.7% |
| 7 | 1 | 1.3% |
| 11 | 1 | 1.3% |
| 12 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 12 | 1 | 1.3% |
| 11 | 1 | 1.3% |
| 7 | 1 | 1.3% |
| 6 | 2 | 2.7% |
| 5 | 4 | 5.3% |
| 4 | 9 | 12.0% |
| 3 | 8 | 10.7% |
| 2 | 16 | |
| 1 | 33 |
Web_Orders
Real number (ℝ)
High correlation  Zeros 
| Distinct | 11 |
|---|---|
| Distinct (%) | 14.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.7466667 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 1 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 732.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 8 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.3715278 |
|---|---|
| Coefficient of variation (CV) | 0.63297006 |
| Kurtosis | 0.95628221 |
| Mean | 3.7466667 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.0289826 |
| Sum | 281 |
| Variance | 5.6241441 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 20 | |
| 1 | 12 | |
| 2 | 10 | |
| 4 | 10 | |
| 5 | 7 | 9.3% |
| 7 | 7 | 9.3% |
| 6 | 3 | 4.0% |
| 11 | 2 | 2.7% |
| 8 | 2 | 2.7% |
| 0 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 1 | 1.3% |
| 1 | 12 | |
| 2 | 10 | |
| 3 | 20 | |
| 4 | 10 | |
| 5 | 7 | 9.3% |
| 6 | 3 | 4.0% |
| 7 | 7 | 9.3% |
| 8 | 2 | 2.7% |
| 9 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 11 | 2 | 2.7% |
| 9 | 1 | 1.3% |
| 8 | 2 | 2.7% |
| 7 | 7 | 9.3% |
| 6 | 3 | 4.0% |
| 5 | 7 | 9.3% |
| 4 | 10 | |
| 3 | 20 | |
| 2 | 10 | |
| 1 | 12 |
Catalog_Orders
Real number (ℝ)
High correlation  Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 21 |
| Zeros (%) | 28.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 732.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 9 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.8945429 |
|---|---|
| Coefficient of variation (CV) | 1.1132857 |
| Kurtosis | 0.86163329 |
| Mean | 2.6 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.2564976 |
| Sum | 195 |
| Variance | 8.3783784 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21 | |
| 1 | 17 | |
| 2 | 9 | |
| 3 | 6 | 8.0% |
| 6 | 6 | 8.0% |
| 5 | 5 | 6.7% |
| 9 | 4 | 5.3% |
| 4 | 4 | 5.3% |
| 11 | 2 | 2.7% |
| 7 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 21 | |
| 1 | 17 | |
| 2 | 9 | |
| 3 | 6 | 8.0% |
| 4 | 4 | 5.3% |
| 5 | 5 | 6.7% |
| 6 | 6 | 8.0% |
| 7 | 1 | 1.3% |
| 9 | 4 | 5.3% |
| 11 | 2 | 2.7% |
| Value | Count | Frequency (%) |
| 11 | 2 | 2.7% |
| 9 | 4 | 5.3% |
| 7 | 1 | 1.3% |
| 6 | 6 | 8.0% |
| 5 | 5 | 6.7% |
| 4 | 4 | 5.3% |
| 3 | 6 | 8.0% |
| 2 | 9 | |
| 1 | 17 | |
| 0 | 21 |
Store_Orders
Real number (ℝ)
High correlation 
| Distinct | 12 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4933333 |
| Minimum | 2 |
|---|---|
| Maximum | 13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 732.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 12 |
| Maximum | 13 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.9745467 |
|---|---|
| Coefficient of variation (CV) | 0.54148301 |
| Kurtosis | 0.32389756 |
| Mean | 5.4933333 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.1114826 |
| Sum | 412 |
| Variance | 8.8479279 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 18 | |
| 3 | 15 | |
| 6 | 8 | |
| 7 | 7 | 9.3% |
| 5 | 7 | 9.3% |
| 2 | 6 | 8.0% |
| 12 | 4 | 5.3% |
| 10 | 3 | 4.0% |
| 8 | 2 | 2.7% |
| 11 | 2 | 2.7% |
| Other values (2) | 3 | 4.0% |
| Value | Count | Frequency (%) |
| 2 | 6 | 8.0% |
| 3 | 15 | |
| 4 | 18 | |
| 5 | 7 | 9.3% |
| 6 | 8 | |
| 7 | 7 | 9.3% |
| 8 | 2 | 2.7% |
| 9 | 1 | 1.3% |
| 10 | 3 | 4.0% |
| 11 | 2 | 2.7% |
| Value | Count | Frequency (%) |
| 13 | 2 | 2.7% |
| 12 | 4 | 5.3% |
| 11 | 2 | 2.7% |
| 10 | 3 | 4.0% |
| 9 | 1 | 1.3% |
| 8 | 2 | 2.7% |
| 7 | 7 | 9.3% |
| 6 | 8 | |
| 5 | 7 | 9.3% |
| 4 | 18 |
Web_Visits
Real number (ℝ)
High correlation 
| Distinct | 9 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 732.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.3480872 |
|---|---|
| Coefficient of variation (CV) | 0.45155523 |
| Kurtosis | -1.0183998 |
| Mean | 5.2 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.38864421 |
| Sum | 390 |
| Variance | 5.5135135 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 16 | |
| 5 | 11 | |
| 6 | 11 | |
| 2 | 10 | |
| 8 | 9 | |
| 1 | 6 | 8.0% |
| 4 | 5 | 6.7% |
| 3 | 4 | 5.3% |
| 9 | 3 | 4.0% |
| Value | Count | Frequency (%) |
| 1 | 6 | 8.0% |
| 2 | 10 | |
| 3 | 4 | 5.3% |
| 4 | 5 | 6.7% |
| 5 | 11 | |
| 6 | 11 | |
| 7 | 16 | |
| 8 | 9 | |
| 9 | 3 | 4.0% |
| Value | Count | Frequency (%) |
| 9 | 3 | 4.0% |
| 8 | 9 | |
| 7 | 16 | |
| 6 | 11 | |
| 5 | 11 | |
| 4 | 5 | 6.7% |
| 3 | 4 | 5.3% |
| 2 | 10 | |
| 1 | 6 | 8.0% |
Campaign_1
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 KiB |
| 0 | |
|---|---|
| 1 | 6 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 69 | |
| 1 | 6 | 8.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 69 | |
| 1 | 6 | 8.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 69 | |
| 1 | 6 | 8.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 69 | |
| 1 | 6 | 8.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 69 | |
| 1 | 6 | 8.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 69 | |
| 1 | 6 | 8.0% |
Campaign_2
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 KiB |
| 0 | |
|---|---|
| 1 | 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 1 | 5 | 6.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 1 | 5 | 6.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 1 | 5 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 1 | 5 | 6.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 1 | 5 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 1 | 5 | 6.7% |
Campaign_3
Unsupported
Missing  Rejected  Unsupported 
| Missing | 75 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 732.0 B |
Campaign_4
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 KiB |
| 0 | |
|---|---|
| 1 | 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 1 | 5 | 6.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 1 | 5 | 6.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 1 | 5 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 1 | 5 | 6.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 1 | 5 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 1 | 5 | 6.7% |
Campaign_5
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 75 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 75 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 75 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 75 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 75 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 75 |
Complaint_Flag
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 75 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 75 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 75 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 75 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 75 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 75 |
Contact_Cost
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 KiB |
| 3 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 75 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 75 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 75 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 75 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 75 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 75 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 75 |
Total_Revenue
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.9 KiB |
| 11 |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 11 |
|---|---|
| 2nd row | 11 |
| 3rd row | 11 |
| 4th row | 11 |
| 5th row | 11 |
Common Values
| Value | Count | Frequency (%) |
| 11 | 75 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 11 | 75 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 150 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 150 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 150 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 150 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 150 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 150 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 150 |
Interactions
Correlations
| Annual_Income | Birth_Year | Campaign_1 | Campaign_2 | Campaign_4 | Catalog_Orders | Edu_Level | Family_Status | Kids_Count | Last_Visit | Promo_Purchases | Spent_Fish | Spent_Fruits | Spent_Gold | Spent_Meat | Spent_Sweets | Spent_Wines | Store_Orders | Teens_Count | User_Key | Web_Orders | Web_Visits | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Annual_Income | 1.000 | -0.215 | 0.000 | 0.137 | 0.364 | 0.819 | 0.000 | 0.213 | 0.343 | -0.075 | -0.114 | 0.565 | 0.617 | 0.576 | 0.808 | 0.448 | 0.858 | 0.752 | 0.370 | 0.145 | 0.554 | -0.635 |
| Birth_Year | -0.215 | 1.000 | 0.000 | 0.000 | 0.096 | -0.307 | 0.190 | 0.000 | 0.000 | -0.072 | -0.202 | -0.136 | -0.074 | -0.141 | -0.212 | -0.034 | -0.276 | -0.127 | 0.284 | -0.019 | -0.127 | 0.236 |
| Campaign_1 | 0.000 | 0.000 | 1.000 | 0.000 | 0.184 | 0.296 | 0.000 | 0.191 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.555 | 0.000 | 0.000 | 0.000 | 0.000 | 0.205 | 0.000 | 0.000 | 0.000 |
| Campaign_2 | 0.137 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.054 | 0.000 | 0.000 | 0.199 | 0.287 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.496 | 0.370 | 0.013 | 0.000 | 0.560 | 0.302 |
| Campaign_4 | 0.364 | 0.096 | 0.184 | 0.000 | 1.000 | 0.497 | 0.000 | 0.466 | 0.163 | 0.000 | 0.000 | 0.627 | 0.278 | 0.328 | 0.555 | 0.000 | 0.548 | 0.261 | 0.051 | 0.000 | 0.000 | 0.606 |
| Catalog_Orders | 0.819 | -0.307 | 0.296 | 0.000 | 0.497 | 1.000 | 0.000 | 0.269 | 0.244 | -0.092 | 0.006 | 0.675 | 0.666 | 0.720 | 0.862 | 0.516 | 0.863 | 0.680 | 0.148 | 0.095 | 0.629 | -0.537 |
| Edu_Level | 0.000 | 0.190 | 0.000 | 0.054 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.086 | 0.100 | 0.000 | 0.000 | 0.000 | 0.178 | 0.154 | 0.192 | 0.000 | 0.231 |
| Family_Status | 0.213 | 0.000 | 0.191 | 0.000 | 0.466 | 0.269 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.231 | 0.219 | 0.000 | 0.191 | 0.000 | 0.000 | 0.105 | 0.000 | 0.150 | 0.000 | 0.286 |
| Kids_Count | 0.343 | 0.000 | 0.000 | 0.000 | 0.163 | 0.244 | 0.000 | 0.000 | 1.000 | 0.121 | 0.133 | 0.198 | 0.165 | 0.000 | 0.000 | 0.053 | 0.270 | 0.266 | 0.000 | 0.000 | 0.235 | 0.494 |
| Last_Visit | -0.075 | -0.072 | 0.000 | 0.199 | 0.000 | -0.092 | 0.000 | 0.000 | 0.121 | 1.000 | 0.062 | -0.041 | 0.119 | -0.015 | -0.072 | 0.060 | -0.126 | -0.089 | 0.000 | -0.066 | -0.060 | -0.054 |
| Promo_Purchases | -0.114 | -0.202 | 0.000 | 0.287 | 0.000 | 0.006 | 0.000 | 0.000 | 0.133 | 0.062 | 1.000 | -0.168 | -0.269 | 0.051 | -0.044 | -0.078 | 0.137 | 0.078 | 0.184 | -0.051 | 0.307 | 0.416 |
| Spent_Fish | 0.565 | -0.136 | 0.000 | 0.000 | 0.627 | 0.675 | 0.031 | 0.231 | 0.198 | -0.041 | -0.168 | 1.000 | 0.775 | 0.607 | 0.806 | 0.568 | 0.526 | 0.522 | 0.000 | -0.046 | 0.483 | -0.477 |
| Spent_Fruits | 0.617 | -0.074 | 0.000 | 0.000 | 0.278 | 0.666 | 0.086 | 0.219 | 0.165 | 0.119 | -0.269 | 0.775 | 1.000 | 0.629 | 0.740 | 0.634 | 0.475 | 0.561 | 0.000 | -0.071 | 0.453 | -0.544 |
| Spent_Gold | 0.576 | -0.141 | 0.555 | 0.000 | 0.328 | 0.720 | 0.100 | 0.000 | 0.000 | -0.015 | 0.051 | 0.607 | 0.629 | 1.000 | 0.671 | 0.437 | 0.604 | 0.437 | 0.000 | 0.081 | 0.610 | -0.273 |
| Spent_Meat | 0.808 | -0.212 | 0.000 | 0.000 | 0.555 | 0.862 | 0.000 | 0.191 | 0.000 | -0.072 | -0.044 | 0.806 | 0.740 | 0.671 | 1.000 | 0.547 | 0.816 | 0.750 | 0.000 | -0.020 | 0.680 | -0.502 |
| Spent_Sweets | 0.448 | -0.034 | 0.000 | 0.000 | 0.000 | 0.516 | 0.000 | 0.000 | 0.053 | 0.060 | -0.078 | 0.568 | 0.634 | 0.437 | 0.547 | 1.000 | 0.356 | 0.514 | 0.000 | 0.031 | 0.350 | -0.428 |
| Spent_Wines | 0.858 | -0.276 | 0.000 | 0.496 | 0.548 | 0.863 | 0.000 | 0.000 | 0.270 | -0.126 | 0.137 | 0.526 | 0.475 | 0.604 | 0.816 | 0.356 | 1.000 | 0.802 | 0.000 | 0.082 | 0.722 | -0.419 |
| Store_Orders | 0.752 | -0.127 | 0.000 | 0.370 | 0.261 | 0.680 | 0.178 | 0.105 | 0.266 | -0.089 | 0.078 | 0.522 | 0.561 | 0.437 | 0.750 | 0.514 | 0.802 | 1.000 | 0.000 | -0.012 | 0.519 | -0.563 |
| Teens_Count | 0.370 | 0.284 | 0.205 | 0.013 | 0.051 | 0.148 | 0.154 | 0.000 | 0.000 | 0.000 | 0.184 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.221 | 0.000 | 0.000 |
| User_Key | 0.145 | -0.019 | 0.000 | 0.000 | 0.000 | 0.095 | 0.192 | 0.150 | 0.000 | -0.066 | -0.051 | -0.046 | -0.071 | 0.081 | -0.020 | 0.031 | 0.082 | -0.012 | 0.221 | 1.000 | 0.031 | -0.085 |
| Web_Orders | 0.554 | -0.127 | 0.000 | 0.560 | 0.000 | 0.629 | 0.000 | 0.000 | 0.235 | -0.060 | 0.307 | 0.483 | 0.453 | 0.610 | 0.680 | 0.350 | 0.722 | 0.519 | 0.000 | 0.031 | 1.000 | 0.042 |
| Web_Visits | -0.635 | 0.236 | 0.000 | 0.302 | 0.606 | -0.537 | 0.231 | 0.286 | 0.494 | -0.054 | 0.416 | -0.477 | -0.544 | -0.273 | -0.502 | -0.428 | -0.419 | -0.563 | 0.000 | -0.085 | 0.042 | 1.000 |
Missing values
Sample
| User_Key | Birth_Year | Edu_Level | Family_Status | Annual_Income | Kids_Count | Teens_Count | Reg_Date | Last_Visit | Spent_Wines | Spent_Fruits | Spent_Meat | Spent_Fish | Spent_Sweets | Spent_Gold | Promo_Purchases | Web_Orders | Catalog_Orders | Store_Orders | Web_Visits | Campaign_1 | Campaign_2 | Campaign_3 | Campaign_4 | Campaign_5 | Complaint_Flag | Contact_Cost | Total_Revenue | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 9370 | 1945 | PhD | Married | 65846 | 0 | 0 | 17-05-2013 | 68 | 562 | 81 | 276 | 80 | 40 | 81 | 1 | 6 | 3 | 6 | 4 | 0 | 0 | NaN | 0 | 0 | 0 | 3 | 11 |
| 1 | 4682 | 1958 | Graduation | Married | 51876 | 0 | 0 | 15-10-2013 | 88 | 99 | 27 | 102 | 28 | 48 | 6 | 1 | 2 | 2 | 8 | 1 | 0 | 0 | NaN | 0 | 0 | 0 | 3 | 11 |
| 2 | 4530 | 1948 | Master | Widow | 78427 | 0 | 0 | 24-10-2012 | 36 | 972 | 19 | 595 | 180 | 26 | 138 | 3 | 3 | 7 | 10 | 3 | 0 | 0 | NaN | 1 | 0 | 0 | 3 | 11 |
| 3 | 8212 | 1971 | Master | Married | 39791 | 0 | 1 | 28-03-2013 | 89 | 85 | 15 | 27 | 13 | 13 | 21 | 2 | 3 | 1 | 4 | 7 | 0 | 0 | NaN | 0 | 0 | 0 | 3 | 11 |
| 4 | 6409 | 1967 | Graduation | Divorced | 57136 | 0 | 0 | 18-05-2013 | 18 | 267 | 140 | 599 | 34 | 12 | 127 | 1 | 7 | 5 | 7 | 6 | 0 | 0 | NaN | 0 | 0 | 0 | 3 | 11 |
| 5 | 9058 | 1955 | Graduation | Widow | 79800 | 0 | 0 | 23-09-2012 | 65 | 1060 | 21 | 530 | 32 | 0 | 224 | 1 | 5 | 11 | 5 | 3 | 1 | 0 | NaN | 1 | 0 | 0 | 3 | 11 |
| 6 | 4299 | 1960 | Graduation | Together | 70971 | 0 | 1 | 21-09-2012 | 28 | 1001 | 17 | 572 | 93 | 125 | 17 | 7 | 11 | 11 | 5 | 7 | 0 | 0 | NaN | 0 | 0 | 0 | 3 | 11 |
| 7 | 10413 | 1984 | Graduation | Married | 72570 | 0 | 0 | 25-04-2014 | 67 | 274 | 83 | 216 | 151 | 141 | 224 | 1 | 4 | 6 | 12 | 1 | 0 | 0 | NaN | 0 | 0 | 0 | 3 | 11 |
| 8 | 1890 | 1971 | 2n Cycle | Together | 42033 | 1 | 1 | 19-09-2012 | 95 | 11 | 1 | 4 | 2 | 0 | 7 | 1 | 1 | 0 | 2 | 7 | 0 | 0 | NaN | 0 | 0 | 0 | 3 | 11 |
| 9 | 8414 | 1962 | PhD | Single | 33419 | 0 | 1 | 17-08-2013 | 76 | 56 | 0 | 12 | 0 | 0 | 18 | 2 | 2 | 0 | 4 | 7 | 0 | 0 | NaN | 0 | 0 | 0 | 3 | 11 |
| User_Key | Birth_Year | Edu_Level | Family_Status | Annual_Income | Kids_Count | Teens_Count | Reg_Date | Last_Visit | Spent_Wines | Spent_Fruits | Spent_Meat | Spent_Fish | Spent_Sweets | Spent_Gold | Promo_Purchases | Web_Orders | Catalog_Orders | Store_Orders | Web_Visits | Campaign_1 | Campaign_2 | Campaign_3 | Campaign_4 | Campaign_5 | Complaint_Flag | Contact_Cost | Total_Revenue | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 65 | 10129 | 1966 | Graduation | Together | 82427 | 0 | 0 | 12/3/2014 | 35 | 482 | 147 | 509 | 104 | 107 | 107 | 1 | 3 | 5 | 12 | 1 | 0 | 0 | NaN | 0 | 0 | 0 | 3 | 11 |
| 66 | 550 | 1952 | Graduation | Divorced | 62335 | 0 | 1 | 23-05-2013 | 87 | 243 | 131 | 217 | 85 | 6 | 26 | 2 | 3 | 3 | 13 | 2 | 0 | 0 | NaN | 0 | 0 | 0 | 3 | 11 |
| 67 | 1045 | 1965 | Graduation | Together | 52117 | 0 | 1 | 16-08-2012 | 55 | 112 | 10 | 107 | 30 | 0 | 20 | 2 | 5 | 2 | 4 | 7 | 0 | 0 | NaN | 0 | 0 | 0 | 3 | 11 |
| 68 | 4377 | 1971 | Graduation | Married | 52914 | 0 | 1 | 7/1/2013 | 32 | 254 | 10 | 44 | 30 | 10 | 227 | 2 | 7 | 3 | 3 | 7 | 1 | 0 | NaN | 0 | 0 | 0 | 3 | 11 |
| 69 | 5031 | 1974 | Graduation | Together | 83145 | 0 | 0 | 22-09-2012 | 14 | 777 | 35 | 731 | 39 | 137 | 114 | 1 | 5 | 9 | 11 | 2 | 0 | 0 | NaN | 0 | 0 | 0 | 3 | 11 |
| 70 | 1404 | 1968 | Graduation | Together | 34916 | 2 | 0 | 15-05-2013 | 89 | 51 | 23 | 82 | 33 | 0 | 42 | 4 | 5 | 1 | 3 | 9 | 0 | 0 | NaN | 0 | 0 | 0 | 3 | 11 |
| 71 | 5883 | 1972 | Graduation | Married | 77981 | 1 | 0 | 26-05-2013 | 78 | 138 | 120 | 204 | 16 | 126 | 60 | 3 | 7 | 4 | 7 | 5 | 0 | 0 | NaN | 0 | 0 | 0 | 3 | 11 |
| 72 | 5794 | 1974 | PhD | Married | 46374 | 0 | 1 | 17-03-2014 | 1 | 408 | 0 | 21 | 0 | 0 | 17 | 3 | 7 | 1 | 7 | 8 | 0 | 1 | NaN | 1 | 0 | 0 | 3 | 11 |
| 73 | 2612 | 1987 | Graduation | Married | 75794 | 0 | 0 | 24-12-2013 | 33 | 754 | 160 | 625 | 63 | 32 | 48 | 1 | 7 | 5 | 12 | 3 | 0 | 0 | NaN | 1 | 0 | 0 | 3 | 11 |
| 74 | 4149 | 1948 | PhD | Together | 76140 | 0 | 0 | 13-05-2014 | 57 | 586 | 66 | 653 | 17 | 0 | 26 | 1 | 5 | 9 | 6 | 2 | 0 | 0 | NaN | 0 | 0 | 0 | 3 | 11 |